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    107 repositories

    • Data-SUITE

      Public
      Data-SUITE: Data-centric identification of in-distribution incongruous examples
      Jupyter Notebook
      •
      MIT License
      •4•1•0•0•Updated Jan 22, 2025Jan 22, 2025

    • DataDrivenDiscovery

      Public
      Python
      •
      MIT License
      •1•0•0•0•Updated Jan 15, 2025Jan 15, 2025

    • Datagnosis

      Public
      A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.
      Jupyter Notebook
      •
      Apache License 2.0
      •2•24•1•0•Updated Jan 15, 2025Jan 15, 2025

    • TRIAGE

      Public
      TRIAGE: Characterizing and auditing training data for improved regression
      Jupyter Notebook
      •
      Apache License 2.0
      •3•2•0•0•Updated Jan 13, 2025Jan 13, 2025

    • synthcity

      Public
      A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
      machine-learningprivacytabular-datapytorchgenerative-modeldata-augmentationsynthetic-datafairness-ml
      Python
      •
      Apache License 2.0
      •68•502•33•1•Updated Jan 10, 2025Jan 10, 2025

    • NeuralLaplace

      Public
      Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
      Python
      •
      MIT License
      •12•3•0•0•Updated Dec 28, 2024Dec 28, 2024

    • climb

      Public
      CliMB: An AI-enabled Partner for Clinical Predictive Modeling
      Python
      •
      Apache License 2.0
      •3•9•0•0•Updated Dec 17, 2024Dec 17, 2024

    • SMART_Testing

      Public
      Python
      •1•0•0•0•Updated Dec 10, 2024Dec 10, 2024

    • Self_Healing_ML

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Dec 10, 2024Dec 10, 2024

    • autoprognosis

      Public
      A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
      healthcaresurvival-analysisautomlinterpretability
      Python
      •
      Apache License 2.0
      •25•123•10•1•Updated Dec 2, 2024Dec 2, 2024

    • HDTwinGen

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated Nov 10, 2024Nov 10, 2024

    • POCA

      Public
      Python
      •1•0•0•0•Updated Oct 31, 2024Oct 31, 2024

    • medkit-learn

      Public
      The Medkit-Learn(ing) Environment. An open-source library for offline sequential decision making with a focus on medicine.
      Python
      •
      Other
      •1•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • conformal-rnn

      Public
      Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
      Jupyter Notebook
      •15•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • Simplex

      Public
      This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.
      Python
      •
      Apache License 2.0
      •8•3•0•0•Updated Oct 2, 2024Oct 2, 2024

    • mcm

      Public
      To Impute or not to Impute? Missing Data in Treatment Effect Estimation
      imputationcausalitytreatment-effects
      Jupyter Notebook
      •
      MIT License
      •2•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • Data-IQ

      Public
      Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
      Jupyter Notebook
      •
      MIT License
      •5•5•0•0•Updated Oct 2, 2024Oct 2, 2024

    • optcommit

      Public
      When to make and break commitments?
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • tphenotype

      Public
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •2•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • NeuralLaplaceControl

      Public
      Neural Laplace Control
      Python
      •
      MIT License
      •5•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • CATENets

      Public
      Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •22•4•0•0•Updated Oct 2, 2024Oct 2, 2024

    • DeepGenerativeSymbolicRegression

      Public
      Deep Generative Symbolic Regression Code
      Python
      •5•2•0•0•Updated Oct 2, 2024Oct 2, 2024

    • D-CIPHER

      Public
      Jupyter Notebook
      •3•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • cvar_sensing

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •4•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • ActiveObservingInContinuous-timeControl

      Public
      Active Observing in Continuous-time Control
      Python
      •
      MIT License
      •2•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • DAGNOSIS

      Public
      Python
      •
      GNU General Public License v3.0
      •2•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • L2MAC

      Public
      🚀 The LLM Automatic Computer Framework: L2MAC
      Python
      •
      MIT License
      •26•2•0•0•Updated Oct 2, 2024Oct 2, 2024

    • CLLM

      Public
      Curated LLM (ICML 2024)
      Jupyter Notebook
      •
      Apache License 2.0
      •1•0•0•0•Updated Sep 24, 2024Sep 24, 2024

    • attention-based-credit

      Public
      Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt, and Mihaela van der Schaar
      Python
      •
      MIT License
      •1•0•0•0•Updated Sep 16, 2024Sep 16, 2024

    • CCAIM-Synthetic-data-tutorial

      Public
      The GitHub Repo for the hands-on session at NLDL entitled "Tutorial: Innovative Uses of Synthetic Data Tutorial".
      Apache License 2.0
      •1•9•0•0•Updated Sep 5, 2024Sep 5, 2024